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git profiling tools
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nsys profile \
-o /pscratch/sd/j/joshuaho/my_profile_report_1_gpu_batch_size_1028 \
--capture-range=cudaProfilerApi \
--capture-range-end=stop-shutdown \
--force-overwrite true \
--trace=nvtx \
--cudabacktrace=all \
python scripts/training_script.py --config configs/stats_100K/ttH_CP_even_vs_odd.yaml --preshuffle --nocompile --lazy --restart --profile
nsys profile \
-o /pscratch/sd/j/joshuaho/my_profile_report_1_gpu_batch_size_2048 \
--capture-range=cudaProfilerApi \
--capture-range-end=stop-shutdown \
--force-overwrite true \
--trace=nvtx \
--cudabacktrace=all \
python scripts/training_script.py --config configs/stats_100K/ttH_CP_even_vs_odd_batch_size_2048.yaml --preshuffle --nocompile --lazy --restart --profile
nsys profile \
-o /pscratch/sd/j/joshuaho/my_profile_report_1_gpu_batch_size_4096 \
--capture-range=cudaProfilerApi \
--capture-range-end=stop-shutdown \
--force-overwrite true \
--trace=nvtx \
--cudabacktrace=all \
python scripts/training_script.py --config configs/stats_100K/ttH_CP_even_vs_odd_batch_size_4096.yaml --preshuffle --nocompile --lazy --restart --profile
nsys profile \
-o /pscratch/sd/j/joshuaho/my_profile_report_1_gpu_batch_size_8192 \
--capture-range=cudaProfilerApi \
--capture-range-end=stop-shutdown \
--force-overwrite true \
--trace=nvtx \
--cudabacktrace=all \
python scripts/training_script.py --config configs/stats_100K/ttH_CP_even_vs_odd_batch_size_8192.yaml --preshuffle --nocompile --lazy --restart --profile